Literature Database

Concept Drift Detection and Adaptive Retraining of Malware Classification Models

Authors: Christofer Washington Berruz Chungata, Martin Jurecek, Katerina Potika, William B. Andreopoulos, Mark Stamp | Published: 2026-08-13
Performance Evaluation
Malware Detection
Model Robustness

UniTexture: Cross-Task Universal Adversarial Textures for Vision-Language-Action Models

Authors: Yukun Dai, Mingzhe Dai, Tianshi Wang, Fengling Li, Jingjing Li, Lei Zhu | Published: 2026-08-13
Model Robustness
Attack Action Model
Watermarking Technology

LLM-Assisted Dynamic Threat Analysis for Attacker-Reachable Software Weaknesses in Autonomous Vehicles

Authors: Md Wasiul Haque, Sagar Dasgupta, Mizanur Rahman, Md Rayhanur Rahman | Published: 2026-08-13
Cooperative Effects with LLM
Dynamic Analysis Method
脆弱性優先順位付け

Large-scale Testing Global Optimization Methods with Black-box Adversarial Attacks

Authors: Wojciech Zarzecki, Jarosław Arabas | Published: 2026-08-13
Performance Evaluation
Certified Robustness
Optimization Methods

Sovereign by necessity? Frontier AI export controls, cyber security, and the limits of national AI capability

Authors: Alan Woodward, Andrew Rogoyski | Published: 2026-08-13
Cyber Threat Intelligence
国家戦略資産
競争力の影響

Multi-Layer Context Camouflaging: A Semantic Superposition and Contextual Lamination Framework for Malpractice-Resilient Online Assessment

Authors: Gupta Lovi Raj, Kaur Kamalpreet, Dama Sri Ram, Parani Prajithaa | Published: 2026-08-13
Framework
Adversarial Learning
Watermark

LOB-ID: Evaluating Synthetic Market Data by Inception Distances

Authors: Andreea Bacalum, Zhuohan Wang, Ollie Olby, Martin Garaj, Namid Stillman | Published: 2026-08-13
Simulation Environment
Dataset Generation
Generative Model Characteristics

Operationalizing Cyber Threat Intelligence with GraphRAG

Authors: Atul Kabra, Prakhar Paliwal, Manjesh K. Hanawal | Published: 2026-08-13
Cyber Threat Intelligence
Data Extraction and Analysis
Performance Evaluation

Beyond Handcrafted Security: Towards Self-Evolving Defense for LLM Agents

Authors: Jiajun Ruan, Peiyang Li, Yukun Chen, Fengting Li, Chao Feng | Published: 2026-08-13
Indirect Prompt Injection
Attack Chain Analysis
Defense Mechanism

Beyond Visual Evidence: Revealing and Mitigating Relational Privacy Leakage in Document MLLMs

Authors: Beining Xu, Hairui Wang, Jiaxin Wang, Changsheng Chen, Anirban Chakraborty | Published: 2026-08-13
Prompt leaking
文書プライバシー
Watermark